Overview data against Experiment no.
new_ratios_feed = SPRR_data %>% filter(Stream=="Feed")
new_ratios_feed =new_ratios_feed %>% mutate(acutal_cl_ratio = (Cl/35)/((SO4/96)+(Cl/35)))
new_ratios_feed = new_ratios_feed %>% mutate(acutal_na_ratio = (Na/23)/((Ca/40)+(Na/23)))
SPRR_data = SPRR_data %>% mutate(Cl_ratio=replace(Cl_ratio,Stream=="Feed",new_ratios_feed$acutal_cl_ratio))
SPRR_data = SPRR_data %>% mutate(Cl_ratio=replace(Cl_ratio,Stream=="Rejection",new_ratios_feed$acutal_cl_ratio))
SPRR_data = SPRR_data %>% mutate(Cl_ratio=replace(Cl_ratio,Stream=="Permeat",new_ratios_feed$acutal_cl_ratio))
SPRR_data = SPRR_data %>% mutate(Cl_ratio=Cl_ratio*100)
#A=SPRR_data %>% filter(Stream=="Feed"& (!is.na(Cl))&Experiment_no >1)
Silica analyse
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Calcium
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Sodium
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Chloride
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Sulphate
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Bicarbonate
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ions in each experiment